Lecturer: Prof. Weifa Liang (Research School of Computer Science, Australian National University)
Date and Time: Fri, December 7, 2018 10:00 AM
Location: Conference Room 413, Computer Building, SEU Jiulonghu Campus
TITLE: Profit Maximization for Admitting Requests with Network Function Services in Distributed Clouds
Abstract: The integration of NFV and Software Defined Networking (SDN) simplifies service function chain provisioning, making its implementation simpler and cheaper. We consider dynamic admissions of delay-aware requests with service function chain requirements in a distributed cloud with the objective to maximize the profit collected by the service provider, assuming that the distributed cloud is an SDN that consists of data centers located at different geographical locations and electricity prices at different data centers are different. We first formulate this novel optimization problem as a dynamic profit maximization problem. We then show that the offline version of the problem is NP-hard and formulate an integer linear programming solution to it. We thirdly propose an online heuristic for the problem. We also devise an online algorithm with a provable competitive ratio for a special case of the problem where the end-to-end delay requirement of each request is negligible. We finally evaluate the performance of the proposed algorithms through experimental simulations. The simulation results demonstrate that the proposed algorithms are promising.
